Statistical Thinking in Healthcare

Unfortunately, with five medication aides and two managers all doing filing, records often get misplaced, whether they are put in the wrong section of the expand-a-file, filed under the wrong section of a resident’s binder or accidently get deposited into the secure shredding container. The implementation of a new health documentation system would be a marked improvement to the current system.

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CPOE systems have been proven to decrease medication errors and promote patient safety effectively. A study (Patent Safety Primer, 2014) suggested that 90% of medication errors occurred during the ordering or transcribing stages, and a systematic literature review shows that CPOE was able to reduce those errors by 48% compared to paper-based orders ( Radley, Wasserman & Bradshaw, et al. 2013). CPOE systems are effective in reducing medication errors by eliminating problems related to hand writing,

Encourage the use of computer-generated or electronic medication administration records. Plan for the implementation of computerized prescriber order entry systems. Consider the use of machine-readable code (i.e., bar coding) in the medication administration process. Use computerized drug profiling in the pharmacy. Be a demanding customer of pharmacy system software; encourage vendors to incorporate and assist in implementing an adequate standardized set of checks into computerized hospital pharmacy systems (e.g., screening for duplicate drug therapies, patient allergies, potential drug interactions, drug/lab interactions, dose ranges, etc.)”. (Association,

Although EMR’s may be taking over the medical world, paper medical charts remain the most well recognized form for keeping medical records. There are however some things within paper charts that some medical personnel might argue make it a primitive aspect of the medical field. One argument in itself is that the abundance of paper that is utilized in paper charting doesn’t stand up to the “green” society we aspire to live in today. “Paper charting used to take so long, the papers would always get unorganized, they took up so much room in the nurses’ station and the worst was waiting for a doctor to finish with a chart so I could chart what I needed to” (Brittney Guggino LPN, 2012). Another acknowledged concern with paper medical charts is the illegible handwriting of clinicians, which is a common, longstanding problem. Being unable to read orders clearly creates an added risk when dealing with patients treatments, medications etc. Paper charts may be familiar but they come with many downfalls and it’s these downfalls which may sway a person’s decision in the opposite direction in regards to the

Assuming the role of Ben Davis, write a three to four (3-4) page paper in which you apply the approach discussed in the textbook to this problem. You'll have to make some assumptions about the processes used by the HMO pharmacy. Also, please use the Internet and / or Strayer LRC to research articles on common problems or errors that pharmacies face. Your paper should address the following points:

The nurse must verify the physician’s medication order, including the dose and time, and then the pharmacy is responsible for their own checks and balances via the BCMA system in order to complete the dispensing phase of the medication (Gooder, 2011). The nurse enters the BCMA system with a login and password and is able then to see a list of the virtual due list for a specific patient. The computer on wheels is then taken to that patient’s room and the five rights of medication administration begin. As nurses, we are taught to use the five rights of drug administration are (1) right patient (2) right medication (3) right dose (4) right route and (5) right time. By scanning the barcode on the patient’s hospital identification band, the nurse then asks for the patient to verbally state their name and date of birth, which can be verified by the nurse on the virtual due list and then choses the medication that are due for administration at that time. The medication is dispensed and the nurse is able to scan the barcode on the medication, the scanning triggers the automatic documentation of the medication given (Kelly, 2012).

After the interview with my nurse manager, I came up with the PICO question which states: “Does the computerized physician order entry (CPOE) system reduce the number of medication errors compared to the common paper system being used today?” This question is important and I selected it because the population that the Belvoir Community hospital serves includes army officers of all ages both active and retired including their spouses and children. This group includes two sub groups of highly vulnerable persons which include the very young and the very old, who have a high-risk effect for medication errors because the potential adverse drug event is three times greater than an adult hospitalized patient (Levine et al., 2001). CPOE is not a panacea, but it does represent an effective tool for bringing real-time, evidence-based decision support to physicians. Nurses are the last defense level of protection against medication errors, and are solely responsible for the dispensing, administering, and monitoring of medications. In healthcare, computers can be used to help facilitate clear and accurate communication between health care professionals. When using a CPOE system it allows physicians to type in prescriptions right into the device or computer which significantly lessens any mistakes that can occur when

I cannot to begin to express how often prescription drug errors occur when physicians give patients handwritten prescriptions. E-Prescribing eliminates the chances of illegibility and misunderstanding of instructions on handwritten prescriptions.

This integrative review sought to identify and understand the impact of information technology in on medication errors. The review of 14 papers shows that the implementation of medication management systems, which include CPOE, BCMA and automated dispensing machines has successfully reduced medication errors and adverse medication events significantly, particularly the two most susceptible stages of prescription and administration of drugs (Armada et al., 2014).

Not only does the electronic method of prescribing save time, it has also cut down on the number of accidents caused by the misinterpretation of handwriting. Although now almost obsolete, hand-written prescriptions have been the cause of many medical errors because certain sound-alike or look-alike drugs have, in the past, been incorrectly substituted for one another. A report given by the insurance company, Excellus BlueCross BlueShield disclosed that if all physicians were to begin using electronic-prescription systems, “more than two million adverse reactions or events – ranging from inconsequential to severe – could be avoided each year” (wgrz.com). According to pharmacist and associate director for the Food and Drug Administration’s Office of Drug Safety, Jerry Phillips, “Six-hundred sound-alike or look-alike drug pairs have been identified as possible sources of error since 1992” (nytimes.com). For example, Lamictal, a mood-stabilizing anticonvulsant, is quite similar in spelling to Lamisil, an antifungal drug. Because of these strong similarities, it is not difficult to understand how easy it could be for medical personnel to mistake certain medications. But with e-prescribing, because the prescription is sent directly from the prescriber to the pharmacy, the number of accidents caused by misinterpretation of handwriting has already been

It’s not simply the particular giving of the medications that fare up all the time. It is checking the medical record with the hand written prescriptions, grouping the varied medications and also the instrumentation for giving them, and ensuring all the patients safety measure are covered.

Goal three by the National Patient Safety Goal for 2014 is to use medicines safely. Many errors occur regularly with medications which is why communication is so important with the doctors, nurses and patients. One process that Joint Commission requires in accredited HCO’s is medication reconciliation “creating the most accurate list possible off all medications a patient is taking, including drug name, dosage, frequency, and route, and comparing that list against the physician’s admission, transfer, and/or discharge orders with the goal of providing correct medications to the patients at all transition points within the hospital (Finkelman & Kenner, 2012, p. 388)”. Ensuring medication reconciliation to the patient, health providers and any new consults that are

When I say this, however, most people would picture the nurse giving the wrong medication due to lack of focus on the tasks at hand. While this could happen, I have noticed during my time at hospitals that the doctor orders are still hand written for the most part. Consequently, they can be very hard to be read legibly much less correctly translated into proper medication dosages. The first suggestion I would give to an organization would be that they required all orders to be submitted securely, by the doctors, to the pharmacy be electronic means.

This is a journal study to investigate the perceptions and opinions of the professional community pharmacy staff about the causes of dispensing errors and strategies to prevent these errors. A survey was completed by pharmacists and pharmacy technicians in 49 community pharmacies and the response rate was 90.9% (Lopes, Joaquim, Matos & Pires, 2015). Handwritten prescriptions were the most single cause of medication errors 51.5% and drugs with similar packages 45.6% (Lopes et al., 2015). Checking prescriptions and confirmation of drugs through barcodes was 97% which were the most agreed prevention methods (Lopes et al., 2015). This article would not only be useful to pharmacy personnel but to other health practitioners or students performing research. In addition, a study similar to this could serve as an example (initiative) that may benefit management. Such initiative would be implemented to help improve medication